Nisreen Innab

According to our database, Nisreen Innab authored at least 50 papers between 2007 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Advancing consumer insights: efficient sentiment analysis-based recommendation system using multi-criteria decision making with a game theoretic approach.

Vince Wanhao Zhang, Guansu Wang, Noreen Izza Arshad, Quang Nguyen, Mengyao Xia, Nisreen Innab

Ann. Oper. Res., January, 2026

Non-cooperative game theory with generative adversarial network for effective decision-making in military cyber warfare.

Xianlong Ma, Walid Abdelfattah, Da Luo, Nisreen Innab, Meshal Shutaywi, Wejdan Deebani

Ann. Oper. Res., January, 2026

Innovative artificial intelligence and game theoretic approach for target tracking in the sensor network.

Yi Liu, Nisreen Innab, K. S. Savita, Wejdan Deebani, Meshal Shutaywi

Ann. Oper. Res., January, 2026

2025

AI-Driven Predictive Modeling for Lung Cancer Detection and Management Using Synthetic Data Augmentation and Random Forest Classifier.

Nisreen Innab, Asma Aldrees, Dina Abdulaziz Alhammadi, Abeer Hakeem, Muhammad Umer, Shtwai Alsubai, Silvia Trelová, Imran Ashraf

Int. J. Comput. Intell. Syst., December, 2025

Novel vision transformer and data augmentation technique for efficient detection of monkeypox disease.

Aisha Ahmed AlArfaj, Salman Ahmad, Abeer Hakeem, Ebtisam Abdullah Alabdulqader, Chiara Pero, Shtwai Alsubai, Nisreen Innab, Imran Ashraf

Multim. Tools Appl., August, 2025

SkinMarkNet: an automated approach for prediction of monkeyPox using image data augmentation with deep ensemble learning models.

Aqsa Akram, Arwa A. Jamjoom, Nisreen Innab, Nouf Abdullah Almujally, Muhammad Umer, Shtwai Alsubai, Gianluca Fimiani

Multim. Tools Appl., May, 2025

A novel deep learning approach to enhance creditworthiness evaluation and ethical lending practices in the economy.

Xiaoyan Qian, Helen Huifen Cai, Nisreen Innab, Danni Wang, Tiziana Ciano, Ali Ahmadian

Ann. Oper. Res., March, 2025

Optimizing healthcare workforce for effective patient care: a cooperative game theory approach.

Dan Liu, Ji Wu, Nisreen Innab, Wejdan Deebani, Meshal Shutaywi, Tiziana Ciano, Massimiliano Ferrara

Ann. Oper. Res., March, 2025

Modified M-RCNN approach for abandoned object detection in public places.

Rahul Chiranjeevi Veluri, Shakir Khan, Senthil Pandi Sankareswaran, Mohammad Shabaz, Ahmed Farouk, Nisreen Innab

Expert Syst. J. Knowl. Eng., February, 2025

A modified grey wolf optimizer with multi-solution crossover integration algorithm for feature selection.

Muhammad Ihsan, Fakhrud Din, Kamal Z. Zamli, Yazeed Yasin Ghadi, Tahani Jaser Alahmadi, Nisreen Innab

J. Ambient Intell. Humaniz. Comput., January, 2025

A survey of intelligent reflecting surfaces: Performance analysis, extensions, potential challenges, and open research issues.

Adil Khan, Syed Agha Hassnain Mohsan, Abdelrahman Elfikky, Ayman I. Boghdady, Shabeer Ahmad, Nisreen Innab

Veh. Commun., 2025

Automated dual CNN-based feature extraction with SMOTE for imbalanced diabetic retinopathy classification.

Danyal Badar Soomro, Wang Chengliang, Mahmood Ashraf, Dina Abdulaziz Alhammadi, Shtwai Alsubai, Carlo Maria Medaglia, Nisreen Innab, Muhammad Umer

Image Vis. Comput., 2025

Utilizing the nth root of numbers for novel random data calculus and its applications in network security and image encryption.

Nadeem Iqbal, Abdulbasid S. Banga, Nisreen Innab, Bassam Mohammad Elzaghmouri, Atif Ikram, Hossam Diab

Expert Syst. Appl., 2025

Explainable deep learning model with the internet of medical devices for early lung abnormality detection.

Xin Hou, Nisreen Innab, Saad Alahmari, Meshal Shutaywi, Sara A. Althubiti, Ali Ahmadian

Eng. Appl. Artif. Intell., 2025

A Robust Security Detection Strategy for Next Generation IoT Networks.

Hafida Assmi, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Said Jabbour, Nisreen Innab, Abdulatif Alabdulatif

Comput. Mater. Continua, 2025

Industrial solid waste recycling using digital servitisation for decarbonisation to promote Net zero in the circular economy.

Pengqun Gao, Yang Zhou, Lipeng Sun, Saad Alahmari, Nisreen Innab, K. Venkatachalam, Massimiliano Ferrara

Comput. Ind. Eng., 2025

Optimizing tomato plant and insect disease control using a fractional model and deep neural networks.

Waseem, Zeshan Faiz, Shazia Habib, Faiza, Nisreen Innab

Comput. Biol. Chem., 2025

2024

Bagging Vs. Boosting in Ensemble Machine Learning? An Integrated Application to Fraud Risk Analysis in the Insurance Sector.

Ruixing Ming, Osama Mohamad, Nisreen Innab, Mohamed Hanafy

Appl. Artif. Intell., December, 2024

Energy efficient multi-carrier NOMA and power controlled resource allocation for B5G/6G networks.

Faisal Binzagr, Anton Satria Prabuwono, Mohammed Kbiri Alaoui, Nisreen Innab

Wirel. Networks, November, 2024

Enabling business sustainability for stock market data using machine learning and deep learning approaches.

S. Divyashree, Joshua Christy Jackson, Md. Abdul Quadir, Senthilkumar Mohan, A. Sheik Abdullah, Ummul Hanan Mohamad, Nisreen Innab, Ali Ahmadian

Ann. Oper. Res., November, 2024

Author Correction: Enabling business sustainability for stock market data using machine learning and deep learning approaches.

S. Divyashree, Joshua Christy Jackson, Abdul Quadir Muhammed, Senthilkumar Mohan, A. Sheik Abdullah, Ummul Hanan Mohamad, Nisreen Innab, Ali Ahmadian

Ann. Oper. Res., October, 2024

Remote Cardiac System Monitoring Using 6G-IoT Communication and Deep Learning.

Abdulbasid S. Banga, Mohammed Moawad Alenazi, Nisreen Innab, Mansor Alohali, Fahad M. Alhomayani, Mohammad H. Algarni, Taoufik Saidani

Wirel. Pers. Commun., May, 2024

Power system monitoring for electrical disturbances in wide network using machine learning.

Jihong Wei, Abdeljelil Chammam, Jianqin Feng, Abdullah Alshammari, Kian Tehranian, Nisreen Innab, Wejdan Deebani, Meshal Shutaywi

Sustain. Comput. Informatics Syst., 2024

Novel 3-D Deep Neural Network Architecture for Crop Classification Using Remote Sensing-Based Hyperspectral Images.

Mahmood Ashraf, Lihui Chen, Nisreen Innab, Muhammad Umer, Jamel Baili, Tai-Hoon Kim, Imran Ashraf

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Enhancing fraud detection in auto insurance and credit card transactions: a novel approach integrating CNNs and machine learning algorithms.

Ruixing Ming, Osama Abdelrahman, Nisreen Innab, Mohamed Hanafy Kotb Ibrahim

PeerJ Comput. Sci., 2024

Detection of renal cell hydronephrosis in ultrasound kidney images: a study on the efficacy of deep convolutional neural networks.

Umar Islam, Abdullah A. Al-Atawi, Hathal Salamah Alwageed, Gulzar Mehmood, Faheem Khan, Nisreen Innab

PeerJ Comput. Sci., 2024

An efficient intrusion detection system for IoT security using CNN decision forest.

Kamal Bella, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Yasser Fouad, Mbadiwe Samuel Benyeogor, Nisreen Innab

PeerJ Comput. Sci., 2024

BrainNet: an automated approach for brain stress prediction utilizing electrodermal activity signal with XLNet model.

Liao Xuanzhi, Abeer Hakeem, Linda Mohaisen, Muhammad Umer, Muhammad Attique Khan, Shrooq Alsenan, Shtwai Alsubai, Nisreen Innab

Frontiers Comput. Neurosci., 2024

FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model.

Inseop Na, Asma Aldrees, Abeer Hakeem, Linda Mohaisen, Muhammad Umer, Dina Abdulaziz Alhammadi, Shtwai Alsubai, Nisreen Innab, Imran Ashraf

Frontiers Comput. Neurosci., 2024

Data-centric automated approach to predict autism spectrum disorder based on selective features and explainable artificial intelligence.

Asma Aldrees, Stephen Ojo, James Wanliss, Muhammad Umer, Muhammad Attique Khan, Bayan Alabdullah, Shtwai Alsubai, Nisreen Innab

Frontiers Comput. Neurosci., 2024

Iterative enhancement fusion-based cascaded model for detection and localization of multiple disease from CXR-Images.

Satvik Vats, Vikrant Sharma, Karan Singh, Devesh Pratap Singh, Mohd Yazid Bajuri, David Taniar, Nisreen Innab, Abir Mouldi, Ali Ahmadian

Expert Syst. Appl., 2024

Social media's dark secrets: A propagation, lexical and psycholinguistic oriented deep learning approach for fake news proliferation.

Kanwal Ahmed, Muhammad Asghar Khan, Ijazul Haq, Alanoud Al Mazroa, Syam Melethil Sethumadhavan, Nisreen Innab, Masoud Alajmi, Hend Khalid Alkahtani

Expert Syst. Appl., 2024

Image-to-image translation based face photo de-meshing using GANs.

Abdul Jabbar, Muhammad Assam, Muhammad Arslan, Madiha Bukhsh, Amin Muhammad Shoib, Yazeed Yasin Ghadi, Nisreen Innab, Masoud Alajmi, Mamyrbayev Orken, Salgozha Indira, Hend Khalid Alkahtani

Comput. Vis. Image Underst., 2024

Phishing Attacks Detection Using Ensemble Machine Learning Algorithms.

Nisreen Innab, Ahmed A. F. Osman, Mohammed Ataelfadiel, Marwan Abu-Zanona, Bassam Mohammad Elzaghmouri, Farah H. Zawaideh, Mouiad Fadeil Alawneh

Comput. Mater. Continua, 2024

Securing the Internet of Health Things with Certificateless Anonymous Authentication Scheme.

Nisreen Innab

Comput. Mater. Continua, 2024

A Novel Hybrid Architecture for Superior IoT Threat Detection through Real IoT Environments.

Bassam Mohammad Elzaghmouri, Yosef Hasan Fayez Jbara, Said Elaiwat, Nisreen Innab, Ahmed A. F. Osman, Mohammed Ataelfadiel, Farah H. Zawaideh, Mouiad Fadeil Alawneh, Asef Al-Khateeb, Marwan Abu-Zanona

Comput. Mater. Continua, 2024

Multi-scale convolutional auto encoder for anomaly detection in 6G environment.

Shtwai Alsubai, Muhammad Umer, Nisreen Innab, Stavros Shiaeles, Michele Nappi

Comput. Ind. Eng., 2024

DQQS: Deep Reinforcement Learning-Based Technique for Enhancing Security and Performance in SDN-IoT Environments.

Zabeehullah, Fahim Arif, Nauman Ali Khan, Javed Iqbal, Faten Khalid Karim, Nisreen Innab, Samih Mohemmed Mostafa

IEEE Access, 2024

An Efficient Authentication and Access Control Protocol for Securing UAV Networks Against Anomaly-Based Intrusion.

Khaista Rahman, Muhammad Asghar Khan, Fatemeh Afghah, Gordana Barb, Nisreen Innab, Tanveer Ahmed Cheema

IEEE Access, 2024

IR-QLA: Machine Learning-Based Q-Learning Algorithm Optimization for UAVs Faster Trajectory Planning by Instructed- Reinforcement Learning.

Muhammad Muzammul, Muhammad Assam, Yazeed Yasin Ghadi, Nisreen Innab, Masoud Alajmi, Tahani Jaser Alahmadi

IEEE Access, 2024

Precision Diagnosis: An Automated Method for Detecting Congenital Heart Diseases in Children From Phonocardiogram Signals Employing Deep Neural Network.

Hend Khalid Alkahtani, Ihtisham Ul Haq, Yazeed Yasin Ghadi, Nisreen Innab, Masoud Alajmi, Nurbapa Mekebayev

IEEE Access, 2024

LSP-eHS: A Lightweight and Secure Protocol for e-Healthcare System.

Ali Delham Algarni, Fahad Algarni, Saeed Ullah Jan, Nisreen Innab

IEEE Access, 2024

Intrusion Detection System Mechanisms in Cloud Computing: Techniques and Opportunities.

Nisreen Innab, Ibrahim Atoum, Faisal Alghayadh, Marwan Abu-Zanona, Nouf Alrubayyi, Fatima Basudan, Afnan Alshehri

Proceedings of the 2024 2nd International Conference on Cyber Resilience (ICCR), 2024

Comprehensive Rubrics for Evaluating Computer-Related Capstones.

Ibrahim Atoum, Nisreen Innab, Faisal Alghayadh, Mona Alahmari, Reem Alrowili, Afnan Alshehri

Proceedings of the 2024 2nd International Conference on Cyber Resilience (ICCR), 2024

2023

Eagle arithmetic optimization algorithm for renewable energy-based load frequency stabilization of power systems.

Ligang Tang, Tong Kong, Nisreen Innab

Sustain. Comput. Informatics Syst., December, 2023

A perspective study for the assessment of field robots in agriculture: An enhanced fuzzy MADM approach.

Joseph Raj Vikilal Joice Brainy, Keerthana Devi Navaneethakrishnan Suganthi, Samayan Narayanamoorthy, Uthaman Ilakiya, Nisreen Innab, Abdullah Alshammari, Ali Ahmadian, Jeonghwan Jeon

Comput. Electron. Agric., November, 2023

Enabling Secure Communication in Wireless Body Area Networks with Heterogeneous Authentication Scheme.

Insaf Ullah, Muhammad Asghar Khan, Ako Muhammad Abdullah, Fazal Noor, Nisreen Innab, Chien-Ming Chen

Sensors, February, 2023

An Efficient Certificateless Forward-Secure Signature Scheme for Secure Deployments of the Internet of Things.

Tahir Ali Shah, Insaf Ullah, Muhammad Asghar Khan, Pascal Lorenz, Nisreen Innab

J. Sens. Actuator Networks, February, 2023

An Optimal Authentication Scheme through Dual Signature for the Internet of Medical Things.

Zainab Jamroz, Insaf Ullah, Bilal Hassan, Noor Ul Amin, Muhammad Asghar Khan, Pascal Lorenz, Nisreen Innab

Future Internet, 2023

2007

Ontology enhanced modeling diagrams.

Nisreen Innab, Ahmad Kayed

Proceedings of the 16th International Conference on Software Engineering and Data Engineering (SEDE-2007), 2007